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Technical Blog

Long-form technical guides for developers and evaluators.

How-to guides, tutorials, comparisons, and troubleshooting posts covering Payload CMS, Next.js, Docker, and related systems.

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Stay Updated

Get practical notes and implementation updates without the noise.

OAuth discovery for MCP: RFC 9728 resource_metadata, Hono CORS exposure, and practical fixes for Claude & ChatGPT…
AI·Featured

MCP Authentication: Why Remote MCP Servers Need OAuth

Remote MCP authentication: why OAuth discovery beats static API keys and how WWW-Authenticate, CORS exposure, and PKCE secure MCP servers for modern AI clients.

Matija Žiberna
Matija Žiberna
21 days ago8 min
Read article→
Why fast, typed probabilistic judgments like TypeSafe Jev and Bespoke Nimble are transforming AI software architecture.

AI

Jev and the Rise of Decision Models: A New Paradigm for AI in Software

24 days ago13 min
Framework to build demos showing customer journeys, AI workflows, data ownership, admin views and analytics

AI

Software Demo: 6 Layers to Prove Your System Works

Learn how to build a credible software demo that proves your system works by showing the journey, AI logic, data ownership, analytics, and architecture now.

3 months ago14 min
How content operations, knowledge capture, governance and AI turn CMS investments into repeatable commercial results

AI

7 Reasons Mid-Market B2B Needs a Content Operating System

Learn why a content operating system—not just a better CMS—helps mid-market B2B teams capture expertise, speed production, enforce governance, and scale…

3 months ago17 min
A practical system to convert expert interviews, case evidence, and AI-assisted drafting into search-ready B2B content.

AI

B2B Content Strategy: Turn Decades of Expertise Into Traffic

Learn a repeatable B2B content strategy to convert decades of technical expertise into search-ready articles, FAQs, and case studies that drive qualified leads.

3 months ago11 min
Use @n8n/cli with Claude Code agents to pull workflow JSON, script safe edits, validate graphs, and debug executions…

AI

Master n8n CLI: Debug and Edit Workflows Without UI

Stop clicking the canvas—use n8n CLI with Claude Code to pull workflow JSON, script safe edits, validate node graphs, and debug failures using execution…

3 months ago12 min
Turn a cheap Bluetooth mini keyboard into a one-touch AI shortcut pad using Karabiner-Elements—device-scoped remaps…

AI

Build a €25 AI Shortcut Keyboard for Mac (Karabiner)

Create an AI shortcut keyboard for Mac with Karabiner and a €25 mini Bluetooth pad; remap keys per device for one-tap dictation, Cursor, Claude and Codex.

3 months ago8 min
Move builds to a cloud VPS and use a $25 Quadro P620 to drive 4+ monitors for efficient AI coding

AI

Remote Development Workstation: Build a Thin-Client PC

Build a remote development workstation: move builds to a cloud VPS and turn a cheap PC plus a $25 Quadro P620 into a 4+ monitor AI coding setup. Fast.

3 months ago14 min
How architects and technical leads define data, access, workflows and failure behaviour before AI builds code.

AI

AI-Assisted Development: Architecture That Protects Value

AI-assisted development speeds implementation, but the real benefit comes when senior leads define source-of-truth, access control, workflows and failure…

3 months ago10 min
Step-by-step guide to locate Claude Code .jsonl sessions, parse transcripts with Python, and export readable Markdown.

AI

Export Claude Code Session to Markdown: Recover Plans

Recover lost plans by exporting a Claude Code session to Markdown: find the .jsonl file, run a Python exporter or use /export, and search the transcript.

4 months ago7 min
Diagnose why chatbots underperform for lead generation and implement CRM sync, scoring, routing, and SLA-driven…

AI

Why Chatbot Lead Generation Fails — 5 System Fixes

Learn why chatbot lead generation fails and how to fix it: short qualification, CRM sync, confidence scoring, calendar handoffs, and SLA triggers to save leads.

7 months ago9 min
Compare costs, compliance, and hybrid serverless GPU options to pick the right AI infrastructure for your business

AI

Self-Hosted AI vs API Providers: Decision Framework

Self-hosted AI vs API providers: a practical framework to weigh cost, compliance, and ops risk so you can pick the right infrastructure and avoid costly…

8 months ago10 min